2013 PEW LGBTQ Survey ...but as a graph
Benjamin Ortiz Ulloa
What's a Graph?
What's a Graph?
What's a Graph?
What's a Graph?
What's a Graph?
What's a Graph?
What's a Graph?
What's a Graph?
What's a Graph?
What's a Graph?
Why graph? Social Network Analysis
Why graph? Maps, paths, and supply chains
Why graph? Recommendation Systems
Why graph? Recommendation Systems
Why graph? Recommendation Systems
Data
Online survey of self-identified lesbian, gay, bisexual and transgender adults in the U.S., ages 18 or older.
Sample sizes:
- Full sample =1,197
- Gay men n=398
- Lesbians n=277
- Bisexuals n=479
- Transgender adults n=43
http://www.pewsocialtrends.org/2014/09/18/2013-survey-of-lgbt-adults/
Data
It's a .sav file (SPSS), but luckily the foreign package in R can import it painlessly.
foreign::read.spss('pew2013lgbtpublicdatarelease.sav') %>%
as.tibble() -> survey
Data
[1] 1197 181
| NEWCASEID | Q1 | Q2 | Q3_A | Q3_B | Q3_C | Q3_D |
|---|---|---|---|---|---|---|
| 1 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 2 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 3 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 4 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 5 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 6 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 7 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 8 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 9 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 10 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very favorable |
| 11 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 12 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 13 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 14 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 15 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 16 | Very happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 17 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 18 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 19 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 20 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 21 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 22 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 23 | Very happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 24 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 25 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 26 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 27 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 28 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 29 | Pretty happy | Right direction | Mostly favorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 30 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 31 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 32 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 33 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 34 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 35 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 36 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 37 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 38 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 39 | Not too happy | Wrong track | Mostly unfavorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 40 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 41 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 42 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 43 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 44 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 45 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 46 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 47 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 48 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 49 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 50 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 51 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 52 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 53 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 54 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 55 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 56 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 57 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 58 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 59 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 60 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 61 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 62 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 63 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 64 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 65 | Pretty happy | Wrong track | Mostly favorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 66 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 67 | Very happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Very unfavorable |
| 68 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 69 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 70 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 71 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 72 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 73 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 74 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 75 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 76 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 77 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 78 | Not too happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 79 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 80 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 81 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 82 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 83 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 84 | Not too happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 85 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 86 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 87 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 88 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 89 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 90 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 91 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 92 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 93 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 94 | Not too happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 95 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 96 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 97 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 98 | Pretty happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 99 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 100 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 101 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 102 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 103 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 104 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 105 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 106 | Pretty happy | Right direction | Very favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 107 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 108 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 109 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 110 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 111 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 112 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 113 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 114 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 115 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 116 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 117 | Not too happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 118 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 119 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 120 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Refused |
| 121 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 122 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 123 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 124 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 125 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 126 | Not too happy | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 127 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 128 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 129 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 130 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 131 | Pretty happy | Wrong track | Mostly favorable | Refused | Very unfavorable | Mostly favorable |
| 132 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 133 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 134 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 135 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 136 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 137 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 138 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 139 | Pretty happy | Right direction | Mostly favorable | Very favorable | Very favorable | Mostly favorable |
| 140 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 141 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 142 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 143 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 144 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 145 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 146 | Very happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 147 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 148 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 149 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 150 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 151 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 152 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 153 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 154 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 155 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 156 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 157 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 158 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 159 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 160 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 161 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 162 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 163 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 164 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 165 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 166 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 167 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 168 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 169 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 170 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 171 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 172 | Very happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 173 | Pretty happy | Wrong track | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 174 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 175 | Very happy | Right direction | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 176 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 177 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 178 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 179 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 180 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 181 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 182 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 183 | Not too happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 184 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 185 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 186 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 187 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 188 | Pretty happy | Wrong track | Very favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 189 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 190 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 191 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 192 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 193 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 194 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Very favorable |
| 195 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 196 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 197 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 198 | Not too happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 199 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 200 | Pretty happy | Right direction | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 201 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 202 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 203 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 204 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 205 | Very happy | Wrong track | Very favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 206 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 207 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 208 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 209 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 210 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 211 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 212 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 213 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 214 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 215 | Not too happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 216 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 217 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 218 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 219 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 220 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 221 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 222 | Very happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 223 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 224 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 225 | Pretty happy | Right direction | Mostly unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 226 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 227 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very unfavorable |
| 228 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 229 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 230 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 231 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 232 | Very happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 233 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 234 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 235 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 236 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 237 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 238 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 239 | Not too happy | Wrong track | Mostly unfavorable | Very unfavorable | Mostly unfavorable | Very favorable |
| 240 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 241 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 242 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 243 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 244 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 245 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 246 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 247 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 248 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 249 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 250 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 251 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 252 | Pretty happy | Refused | Mostly favorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 253 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Very unfavorable |
| 254 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 255 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 256 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 257 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 258 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 259 | Pretty happy | Wrong track | Mostly favorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 260 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 261 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 262 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 263 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 264 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 265 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 266 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 267 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 268 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 269 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 270 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 271 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 272 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 273 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 274 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Very favorable |
| 275 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 276 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 277 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 278 | Very happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 279 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 280 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 281 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 282 | Not too happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 283 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 284 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 285 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 286 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 287 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 288 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 289 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 290 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 291 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 292 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 293 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 294 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 295 | Very happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 296 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 297 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 298 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 299 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 300 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 301 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 302 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 303 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 304 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 305 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 306 | Very happy | Right direction | Mostly unfavorable | Mostly favorable | Mostly favorable | Mostly unfavorable |
| 307 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 308 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 309 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 310 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 311 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 312 | Very happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 313 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 314 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 315 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 316 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 317 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 318 | Very happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 319 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 320 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Very unfavorable |
| 321 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 322 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 323 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 324 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 325 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Very favorable |
| 326 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 327 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 328 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 329 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 330 | Not too happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 331 | Pretty happy | Right direction | Mostly favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 332 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 333 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 334 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 335 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 336 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 337 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 338 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 339 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 340 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 341 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 342 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 343 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 344 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly unfavorable |
| 345 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 346 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 347 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 348 | Not too happy | Wrong track | Very unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 349 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Very favorable |
| 350 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 351 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 352 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 353 | Pretty happy | Right direction | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 354 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 355 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 356 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 357 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 358 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 359 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very favorable |
| 360 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 361 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 362 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 363 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 364 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 365 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 366 | Pretty happy | Right direction | Very unfavorable | Very unfavorable | Mostly favorable | Very favorable |
| 367 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 368 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 369 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 370 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 371 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 372 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 373 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 374 | Very happy | Wrong track | Very unfavorable | Very favorable | Very unfavorable | Very unfavorable |
| 375 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 376 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly favorable | Very favorable |
| 377 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 378 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 379 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 380 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 381 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 382 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 383 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 384 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 385 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 386 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 387 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 388 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 389 | Not too happy | Right direction | Very favorable | Very favorable | Mostly favorable | Mostly favorable |
| 390 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 391 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 392 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 393 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 394 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 395 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 396 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very unfavorable |
| 397 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 398 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 399 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 400 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 401 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 402 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 403 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 404 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 405 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Very favorable |
| 406 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 407 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 408 | Not too happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 409 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 410 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 411 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 412 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 413 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 414 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 415 | Very happy | Wrong track | Mostly unfavorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 416 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 417 | Not too happy | Wrong track | Mostly unfavorable | Very favorable | Very unfavorable | Mostly favorable |
| 418 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 419 | Not too happy | Wrong track | Mostly favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 420 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 421 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 422 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 423 | Not too happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 424 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 425 | Pretty happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 426 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 427 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very unfavorable |
| 428 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 429 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 430 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 431 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 432 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 433 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 434 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 435 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 436 | Pretty happy | Wrong track | Very unfavorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 437 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 438 | Not too happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 439 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 440 | Pretty happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 441 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 442 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 443 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 444 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 445 | Very happy | Right direction | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 446 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 447 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 448 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 449 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 450 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Very favorable | Very favorable |
| 451 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 452 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 453 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 454 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 455 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 456 | Pretty happy | Wrong track | Mostly favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 457 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 458 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 459 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 460 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 461 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 462 | Pretty happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 463 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 464 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 465 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 466 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 467 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 468 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 469 | Not too happy | Wrong track | Mostly unfavorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 470 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 471 | Not too happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 472 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 473 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 474 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 475 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 476 | Pretty happy | Right direction | Refused | Very favorable | Very unfavorable | Mostly favorable |
| 477 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 478 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 479 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 480 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 481 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very unfavorable |
| 482 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 483 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 484 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 485 | Very happy | Right direction | Very favorable | Very favorable | Very favorable | Mostly favorable |
| 486 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 487 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 488 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 489 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 490 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 491 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 492 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 493 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 494 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 495 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 496 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 497 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 498 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 499 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 500 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 501 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 502 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 503 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very unfavorable |
| 504 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 505 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 506 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 507 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 508 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 509 | Pretty happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 510 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 511 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 512 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 513 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 514 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 515 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 516 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 517 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 518 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 519 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 520 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 521 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 522 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 523 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 524 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 525 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 526 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 527 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 528 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 529 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 530 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 531 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 532 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 533 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 534 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Refused |
| 535 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly favorable | Very favorable |
| 536 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 537 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 538 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 539 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 540 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 541 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 542 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 543 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 544 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 545 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 546 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 547 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 548 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 549 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 550 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Very unfavorable |
| 551 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 552 | Not too happy | Right direction | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 553 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 554 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 555 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 556 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 557 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 558 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 559 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Refused |
| 560 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 561 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 562 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 563 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 564 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 565 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 566 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Very unfavorable |
| 567 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 568 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 569 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 570 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 571 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 572 | Refused | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 573 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 574 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 575 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 576 | Very happy | Right direction | Mostly favorable | Very favorable | Mostly unfavorable | Very favorable |
| 577 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 578 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 579 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 580 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 581 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 582 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 583 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 584 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 585 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 586 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 587 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 588 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 589 | Pretty happy | Wrong track | Mostly favorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 590 | Not too happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 591 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 592 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 593 | Not too happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 594 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 595 | Very happy | Right direction | Very favorable | Mostly unfavorable | Mostly favorable | Very unfavorable |
| 596 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 597 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 598 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very favorable |
| 599 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 600 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 601 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 602 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 603 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 604 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 605 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 606 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 607 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 608 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 609 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 610 | Not too happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 611 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 612 | Very happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 613 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 614 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 615 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 616 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 617 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 618 | Pretty happy | Wrong track | Very unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 619 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 620 | Not too happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 621 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 622 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Refused | Mostly unfavorable |
| 623 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 624 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 625 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 626 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 627 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 628 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 629 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 630 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 631 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 632 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 633 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Very unfavorable |
| 634 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 635 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 636 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 637 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 638 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 639 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 640 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 641 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 642 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 643 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Refused |
| 644 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 645 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 646 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 647 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 648 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 649 | Not too happy | Wrong track | Mostly unfavorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 650 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 651 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 652 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 653 | Pretty happy | Right direction | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 654 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 655 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 656 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 657 | Very happy | Right direction | Mostly favorable | Very favorable | Mostly favorable | Mostly favorable |
| 658 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 659 | Pretty happy | Wrong track | Mostly favorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 660 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 661 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 662 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 663 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Very favorable |
| 664 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 665 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 666 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 667 | Not too happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 668 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly favorable | Mostly unfavorable |
| 669 | Very happy | Right direction | Very favorable | Very favorable | Very favorable | Very favorable |
| 670 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 671 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 672 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 673 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 674 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very favorable |
| 675 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 676 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 677 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 678 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 679 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 680 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 681 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 682 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 683 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 684 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 685 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 686 | Pretty happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Refused |
| 687 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 688 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 689 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 690 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 691 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 692 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 693 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 694 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 695 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly unfavorable |
| 696 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 697 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 698 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 699 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 700 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 701 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 702 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly unfavorable |
| 703 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Refused |
| 704 | Pretty happy | Wrong track | Refused | Refused | Refused | Refused |
| 705 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 706 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 707 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 708 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 709 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 710 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 711 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 712 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 713 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 714 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 715 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 716 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 717 | Very happy | Right direction | Very favorable | Very unfavorable | Mostly unfavorable | Mostly favorable |
| 718 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 719 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 720 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 721 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 722 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 723 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 724 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 725 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 726 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 727 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 728 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 729 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 730 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 731 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 732 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 733 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 734 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Refused | Mostly favorable |
| 735 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 736 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 737 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 738 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Very favorable |
| 739 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 740 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 741 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 742 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 743 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 744 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 745 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 746 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 747 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 748 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 749 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 750 | Pretty happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Very unfavorable |
| 751 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 752 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 753 | Very happy | Right direction | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 754 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 755 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 756 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 757 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 758 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 759 | Very happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 760 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 761 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 762 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 763 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 764 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly favorable | Mostly favorable |
| 765 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 766 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 767 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 768 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 769 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 770 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 771 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 772 | Pretty happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 773 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 774 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 775 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 776 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 777 | Pretty happy | Right direction | Very unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 778 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 779 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 780 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 781 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 782 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 783 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 784 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very favorable | Mostly unfavorable |
| 785 | Pretty happy | Wrong track | Very favorable | Very favorable | Mostly unfavorable | Very unfavorable |
| 786 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 787 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 788 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 789 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 790 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 791 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 792 | Very happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 793 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 794 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 795 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 796 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Very favorable |
| 797 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 798 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 799 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 800 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 801 | Not too happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 802 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 803 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 804 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 805 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 806 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 807 | Not too happy | Wrong track | Very favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 808 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 809 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Very unfavorable |
| 810 | Very happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 811 | Pretty happy | Wrong track | Very favorable | Refused | Very unfavorable | Mostly favorable |
| 812 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 813 | Very happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 814 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 815 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 816 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 817 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 818 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 819 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 820 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 821 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 822 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 823 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 824 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 825 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 826 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 827 | Pretty happy | Wrong track | Mostly favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 828 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 829 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Very unfavorable |
| 830 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Very unfavorable |
| 831 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 832 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 833 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 834 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 835 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 836 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 837 | Not too happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 838 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Very unfavorable |
| 839 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 840 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 841 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very favorable | Mostly favorable |
| 842 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 843 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 844 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Very favorable |
| 845 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 846 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly favorable |
| 847 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 848 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 849 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 850 | Very happy | Refused | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 851 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Very favorable |
| 852 | Refused | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 853 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Very unfavorable |
| 854 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 855 | Not too happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 856 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 857 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 858 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 859 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 860 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Refused | Refused |
| 861 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 862 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 863 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 864 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 865 | Pretty happy | Right direction | Very favorable | Mostly favorable | Refused | Very favorable |
| 866 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 867 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 868 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 869 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 870 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 871 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very favorable |
| 872 | Pretty happy | Right direction | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 873 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 874 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 875 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 876 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 877 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 878 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 879 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 880 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 881 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Very favorable |
| 882 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very favorable | Mostly favorable |
| 883 | Very happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 884 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 885 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 886 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 887 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 888 | Pretty happy | Wrong track | Very favorable | Very unfavorable | Mostly unfavorable | Mostly favorable |
| 889 | Not too happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 890 | Not too happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 891 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 892 | Pretty happy | Wrong track | Mostly favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 893 | Refused | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 894 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 895 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 896 | Very happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 897 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 898 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 899 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 900 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 901 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 902 | Not too happy | Wrong track | Very favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 903 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 904 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 905 | Very happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 906 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 907 | Very happy | Right direction | Mostly favorable | Refused | Mostly favorable | Mostly favorable |
| 908 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Very favorable |
| 909 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 910 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 911 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 912 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 913 | Refused | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 914 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 915 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 916 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 917 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 918 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Very favorable |
| 919 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 920 | Not too happy | Wrong track | Mostly favorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 921 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 922 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 923 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 924 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 925 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 926 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 927 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very unfavorable |
| 928 | Pretty happy | Right direction | Very unfavorable | Very favorable | Very unfavorable | Very unfavorable |
| 929 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 930 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 931 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 932 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 933 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 934 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 935 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 936 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 937 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Very unfavorable |
| 938 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 939 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 940 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 941 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 942 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very favorable | Mostly unfavorable |
| 943 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 944 | Very happy | Right direction | Very favorable | Very favorable | Mostly favorable | Mostly favorable |
| 945 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 946 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 947 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 948 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 949 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 950 | Pretty happy | Wrong track | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 951 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 952 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 953 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 954 | Not too happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 955 | Pretty happy | Right direction | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 956 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 957 | Not too happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 958 | Very happy | Right direction | Very favorable | Very favorable | Very favorable | Very favorable |
| 959 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 960 | Pretty happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 961 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 962 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 963 | Not too happy | Right direction | Very favorable | Very favorable | Mostly favorable | Mostly favorable |
| 964 | Not too happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 965 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 966 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 967 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 968 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 969 | Refused | Wrong track | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 970 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 971 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 972 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 973 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 974 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 975 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 976 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 977 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 978 | Pretty happy | Wrong track | Very favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 979 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 980 | Very happy | Wrong track | Mostly unfavorable | Very unfavorable | Mostly unfavorable | Very unfavorable |
| 981 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 982 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 983 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 984 | Very happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 985 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 986 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 987 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 988 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 989 | Very happy | Right direction | Very unfavorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 990 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 991 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Very unfavorable |
| 992 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 993 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 994 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 995 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 996 | Very happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 997 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 998 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 999 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 1000 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 1001 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1002 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 1003 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 1004 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1005 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly unfavorable |
| 1006 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1007 | Not too happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 1008 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1009 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1010 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1011 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 1012 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly favorable | Very favorable |
| 1013 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1014 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 1015 | Not too happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1016 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly unfavorable |
| 1017 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1018 | Refused | Right direction | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 1019 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1020 | Not too happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1021 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1022 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1023 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly favorable |
| 1024 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Very favorable |
| 1025 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1026 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1027 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1028 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1029 | Pretty happy | Right direction | Very favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 1030 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 1031 | Very happy | Right direction | Refused | Refused | Refused | Refused |
| 1032 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1033 | Very happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1034 | Very happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1035 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly unfavorable |
| 1036 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly favorable |
| 1037 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly favorable |
| 1038 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1039 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1040 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1041 | Pretty happy | Right direction | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1042 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1043 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1044 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1045 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1046 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1047 | Not too happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 1048 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 1049 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1050 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1051 | Very happy | Right direction | Mostly favorable | Refused | Refused | Refused |
| 1052 | Pretty happy | Wrong track | Mostly unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1053 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1054 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1055 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Mostly favorable |
| 1056 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Very favorable |
| 1057 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1058 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1059 | Very happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1060 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 1061 | Very happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Very unfavorable |
| 1062 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1063 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1064 | Not too happy | Wrong track | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1065 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1066 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly unfavorable |
| 1067 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 1068 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1069 | Not too happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1070 | Pretty happy | Wrong track | Very unfavorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1071 | Not too happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 1072 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 1073 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Refused |
| 1074 | Very happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 1075 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1076 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1077 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1078 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Very unfavorable |
| 1079 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1080 | Not too happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1081 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 1082 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 1083 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1084 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1085 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1086 | Not too happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1087 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1088 | Pretty happy | Wrong track | Very favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1089 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1090 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly unfavorable |
| 1091 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very unfavorable |
| 1092 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1093 | Pretty happy | Right direction | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1094 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1095 | Not too happy | Wrong track | Very favorable | Very favorable | Mostly unfavorable | Very favorable |
| 1096 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1097 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1098 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1099 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1100 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1101 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1102 | Not too happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Very unfavorable |
| 1103 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1104 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1105 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 1106 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1107 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1108 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1109 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 1110 | Pretty happy | Wrong track | Very unfavorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1111 | Pretty happy | Right direction | Mostly unfavorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 1112 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1113 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1114 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1115 | Pretty happy | Right direction | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 1116 | Refused | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1117 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1118 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1119 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1120 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1121 | Very happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1122 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1123 | Very happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 1124 | Pretty happy | Wrong track | Very favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 1125 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1126 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1127 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1128 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very unfavorable |
| 1129 | Pretty happy | Wrong track | Mostly unfavorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1130 | Very happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1131 | Not too happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1132 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1133 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1134 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1135 | Very happy | Wrong track | Mostly unfavorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 1136 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1137 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1138 | Pretty happy | Right direction | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 1139 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Refused | Mostly unfavorable |
| 1140 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1141 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1142 | Pretty happy | Right direction | Mostly unfavorable | Refused | Refused | Refused |
| 1143 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1144 | Not too happy | Right direction | Very favorable | Very favorable | Very unfavorable | Very favorable |
| 1145 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1146 | Very happy | Right direction | Very favorable | Very favorable | Mostly favorable | Mostly favorable |
| 1147 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1148 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1149 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1150 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1151 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1152 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1153 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1154 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very favorable | Very unfavorable |
| 1155 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1156 | Pretty happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1157 | Pretty happy | Wrong track | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1158 | Very happy | Right direction | Very favorable | Mostly favorable | Mostly favorable | Mostly unfavorable |
| 1159 | Very happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 1160 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1161 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1162 | Very happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1163 | Pretty happy | Right direction | Very favorable | Very favorable | Very favorable | Very favorable |
| 1164 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1165 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Very unfavorable | Mostly favorable |
| 1166 | Not too happy | Wrong track | Very unfavorable | Very unfavorable | Very favorable | Mostly unfavorable |
| 1167 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1168 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1169 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1170 | Not too happy | Right direction | Very favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1171 | Pretty happy | Wrong track | Very unfavorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 1172 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1173 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1174 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1175 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1176 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Very unfavorable |
| 1177 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly favorable | Mostly favorable |
| 1178 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1179 | Pretty happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly unfavorable |
| 1180 | Pretty happy | Right direction | Very favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 1181 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1182 | Not too happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly favorable |
| 1183 | Pretty happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly unfavorable |
| 1184 | Not too happy | Right direction | Mostly favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1185 | Pretty happy | Wrong track | Mostly favorable | Very unfavorable | Very unfavorable | Very unfavorable |
| 1186 | Pretty happy | Wrong track | Mostly favorable | Very unfavorable | Very unfavorable | Mostly unfavorable |
| 1187 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1188 | Pretty happy | Wrong track | Mostly favorable | Very favorable | Very unfavorable | Mostly favorable |
| 1189 | Pretty happy | Right direction | Very favorable | Mostly favorable | Mostly unfavorable | Mostly favorable |
| 1190 | Pretty happy | Right direction | Very favorable | Very favorable | Very unfavorable | Mostly unfavorable |
| 1191 | Not too happy | Wrong track | Mostly favorable | Mostly favorable | Very unfavorable | Mostly favorable |
| 1192 | Pretty happy | Wrong track | Mostly favorable | Very favorable | Mostly unfavorable | Mostly favorable |
| 1193 | Pretty happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly favorable | Very favorable |
| 1194 | Pretty happy | Wrong track | Very unfavorable | Mostly unfavorable | Mostly favorable | Mostly favorable |
| 1195 | Pretty happy | Wrong track | Mostly favorable | Mostly unfavorable | Mostly unfavorable | Mostly unfavorable |
| 1196 | Very happy | Right direction | Mostly favorable | Mostly unfavorable | Mostly favorable | Mostly unfavorable |
| 1197 | Very happy | Wrong track | Very unfavorable | Very unfavorable | Mostly favorable | Very unfavorable |
Converting to Graph Data - Overview
Converting to Graph Data - Overview
Main Task: Create 2 Data Frames
- Node List (not required):
- First Column must be the unique names/id of the nodes
- Every subsequent column is a node attribute
- Only required if the graph has node attributes
- Edge List (required!):
- First column must be the name/id of the source node (the tail of the edge)
- Second column must be the name/id of the target node (the head of the edge)
- Every subsequent column is an edge attribute
Converting to Graph Data - Edge List
links <- survey %>%
mutate(NEWCASEID = str_c("ID_", NEWCASEID)) %>%
gather(question, answer, -NEWCASEID) %>%
unite(answer, question, answer, sep = '::') %>%
mutate(type = "person_answer")
Converting to Graph Data - Edge List
# A tibble: 10 x 3
NEWCASEID answer type
<chr> <chr> <chr>
1 ID_923 Q102A::Same-sex marriage should be a top priority f… person_…
2 ID_89 IMP::Not at all important person_…
3 ID_62 Q66_E::Unfriendly person_…
4 ID_1008 Q82_A::Never happened person_…
5 ID_444 Q84::Yes, in past 12 months person_…
6 ID_430 Q64_OE2::NA person_…
7 ID_938 Q102B::The best way to achieve equality is for LGBT… person_…
8 ID_609 Q82_B::Never happened person_…
9 ID_993 Q49::All or most of them person_…
10 ID_328 Q66_A::Unfriendly person_…
Converting to Graph Data - Node List
nodes <- rbind(
tibble(
name = links$NEWCASEID %>% unique,
type = 'person'
),
tibble(
name = links$answer %>% unique,
type = 'answer'
)
)
Converting to Graph Data - Node List
# A tibble: 10 x 2
name type
<chr> <chr>
1 weight::1.775 answer
2 Q64_OE3::Barbra Streisand answer
3 ID_108 person
4 weight::0.2908 answer
5 weight::1.7894 answer
6 weight::0.1622 answer
7 Q2::Right direction answer
8 ID_198 person
9 Q44new_OE2::Didn't want to hurt/stress/disappoint her answer
10 weight::1.1363 answer
Converting to Graph Data - The Graph!!
g <- graph_from_data_frame(d = links, directed = F, vertices = nodes)
g
IGRAPH 2f7f7e3 UN-B 3533 215460 --
+ attr: name (v/c), type (v/c), type (e/c)
+ edges from 2f7f7e3 (vertex names):
[1] ID_1 --Q1::Pretty happy ID_2 --Q1::Pretty happy
[3] ID_3 --Q1::Not too happy ID_4 --Q1::Pretty happy
[5] ID_5 --Q1::Pretty happy ID_6 --Q1::Pretty happy
[7] ID_7 --Q1::Pretty happy ID_8 --Q1::Pretty happy
[9] ID_9 --Q1::Pretty happy ID_10--Q1::Very happy
[11] ID_11--Q1::Very happy ID_12--Q1::Pretty happy
[13] ID_13--Q1::Very happy ID_14--Q1::Pretty happy
[15] ID_15--Q1::Pretty happy ID_16--Q1::Very happy
+ ... omitted several edges
Converting to Graph Data - The Graph is too big!!!
Subgraph - Filter the Graph down!!!
Subgraph - Filter the graph down!!!
Subgraph - Just Gay Males
filterForGroup <- function(g, strFilt){
g %>%
{. - E(.)[!V(.)[str_detect(V(.)$name, '^ID_')] %--% V(.)[str_detect(V(.)$name, strFilt)]]} %>%
{. - V(.)[degree(.) == 0]} %>%
{V(.)[str_detect(name, '^ID_')]$name} %>%
{g - E(g)[!. %--% V(g)]} %>%
{. - V(.)[degree(.) == 0]} %>%
{. - V(.)[str_detect(name, '^weight')]} %>%
{. - V(.)[str_detect(name, '^duration')]} %>%
{. - V(.)[str_detect(name, '::NA$')]}
}
justGay <- filterForGroup(g, 'LGBT::gay')
Subgraph - Just Gay Males. Still too big!!!
Subgraph - Question 102
102(a|b|c|d): Which Statement comes closer to your own views - even if neither is exatly right?
| Q. | A1. | A2 |
|---|---|---|
| A | The push for same-sex marriage has taken too much focus away from other issues important to LGBT people | Same-sex marriage should be the top priority for LGBT people right now, even if this means some other issues do not get much attention |
| B | The best way to achieve equality is for LGBT people to be a part of mainstream culture and institutions like marriage | LGBT people should be able to achieve equality while still maintaining their own distinct culture and way of life |
| C | I dont want to be seen as different because of my (sexual orientation)/(gender identity) | My (sexual orientation)/(gender identity) makes me different from other people, and I am comfortable with that. |
| D | It is important to maintain places like LGBT neighborhoods and gay and lesbian bars | These types of places will not be important as LGBT people are more accepted into society |
Subgraph - Question 102 Filtered
filterForQuestion <- function(g, strFilt){
filteredItem <- V(g)[str_detect(V(g)$name, strFilt)]
g %>%
{. - E(.)[!V(.) %--% filteredItem]} %>%
{. - V(.)[degree(.) == 0]}
}
justGay102 <- filterForQuestion(justGay, '^Q102')
Subgraph - Question 102 Filtered
Subgraph - Projection
Subgraph - Projection
Subgraph - Question 102 Projected
projectForType <- function(g, strType){
g %>%
set_vertex_attr('type',
value = sapply(V(.)$type, function(x){
x == strType
})) %>%
set_vertex_attr('degree',
value = degree(.)) %>%
set_vertex_attr('percDegree',
value = degree(.)/vcount(g - V(g)[type == strType])) %>%
bipartite_projection() %>%
.[[2]] %>%
set_vertex_attr('strength', value = strength(.)) %>%
set_edge_attr('percStrength', value = E(.)$weight/vcount(g - V(g)[type == strType]))
}
justGay102Answers <- projectForType(justGay102, 'answer')
Subgraph - Answers have relationships
Subgraph - Statistics Change if the Relationships Change
Summary of Vertices - They're just vectors
justGay102Summary <- tibble(
answer = V(justGay102Answers)$name,
people = V(justGay102Answers)$degree
) %>%
separate(answer, c('question', 'answer'), '::') %>%
arrange(people) %>%
mutate(answer = factor(answer, c('Refused', .$answer %>% .[. != 'Refused'])))
ggplot(justGay102Summary) +
geom_col(aes(answer, people)) +
coord_flip() +
facet_grid(question~., drop = T, scales='free_y')
Summary of Vertices - They're just vectors
Get all LGBT sugbraphs
get_sub <- function(g, str_filt, cutoff, type){
g %>%
filterForQuestion(str_filt) %>%
{
poi <- V(.)[str_detect(name, '^ID_')]$name
g - E(g)[!poi %--% V(g)]
} %>%
{. - V(.)[degree(.) == 0]} %>%
projectForType('answer') %>%
{
totP <<- V(.)[str_detect(name, '^ID_')] %>% length
.
} %>%
{. - V(.)[percDegree < cutoff]} %>%
filterForQuestion(str_filt) %>%
set_edge_attr('percTot', value = E(.)$weight/totP) %>%
set_edge_attr('type', value = type) %>%
as_data_frame()
}
Get all LGBT subgraphs
trans <- get_sub(g, 'LGBT::transgender', .7, 'transgender')
gay <- get_sub(g, 'LGBT::gay', .7, 'gay')
bisexual <- get_sub(g, 'LGBT::bisexual', .7, 'bisexual')
lesbian <- get_sub(g, 'LGBT::lesbian', .7, 'lesbian')
lgbt <- list(trans, gay, bisexual, lesbian) %>%
bind_rows()
g_lgbt_70 <- graph_from_data_frame(lgbt, F)
Similarities
only_common <- g_lgbt_70 %>%
{. - V(.)[str_detect(name, "::NA$")]} %>%
set_vertex_attr('degree',
value = degree(.)) %>%
{. - V(.)[str_detect(name, '^LGBT')]} %>%
{. - V(.)[degree < 4]} %>%
{V(.)$name} %>%
c(V(g_lgbt_70)[str_detect(name, '^LGBT')]$name)
g_lgbt_70_sim <- g_lgbt_70 %>%
{. - V(.)[!name %in% only_common]}
Similarities
Dissimilarities
remove_common <- g_lgbt_70 %>%
{. - V(.)[str_detect(name, "::NA$")]} %>%
set_vertex_attr('degree',
value = degree(.)) %>%
{. - V(.)[str_detect(name, '^LGBT')]} %>%
{. - V(.)[degree > 2]} %>%
{V(.)$name} %>%
c(V(g_lgbt_70)[str_detect(name, '^LGBT')]$name)
g_lgbt_70_dis <- g_lgbt_70 %>%
{. - V(.)[!name %in% remove_common]}
Dissimilarities
Resources
Network Visualizations
Katya Ognyanova
@Ognyanova
http://kateto.net/network-visualization
Graph Traversal Tutorial
My tutorial on graph traversal with igraph
/beemyfriend/traversing_graphs_in_R
